Publication: The prognosis of patients hospitalized with a first episode of heart failure, validation of two scores: PREDICE and AHEAD.
Identifiers
Date
2019-07-22
Authors
Ruiz-Ruiz, Francisco
Menendez-Orenga, Miguel
Medrano, Francisco J
Calderon, Enrique J
Lora-Pablos, David
Navarro-Puerto, Maria Asuncion
Rodriguez-Torres, Patricia
Gomez-de-la-Camara, Agustin
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Dove Medical Press Ltd.
Abstract
Heart failure (HF) is a chronic, frequent and disabling condition but with a modifiable course and a large potential for improving. The aim of this study was to validate the two available clinical prediction rules for mortality at one year in patients with primo-hospitalization for decompensated HF: PREDICE and AHEAD. The secondary aim was to evaluate in our setting the changes in the clinical pattern of HF in the last decade in patients hospitalized for a first episode of the disease. A prospective multicenter cohort study, which included 180 patients hospitalized with "de novo" HF was conducted to validate the PREDICE score. Calibration and discrimination measurements were calculated for the PREDICE model and the PREDICE score (using the validation cohort of the PREDICE) and the AHEAD score (using both the development and the validation cohort of the PREDICE). For the PREDICE models, the area under the curve (AUC) was 0.68 (95% confidence interval [CI]: 0.57-0.79) and the calibration slope 0.65 (95% CI: 0.21-1.20). For the PREDICE score AUC was 0.59 (95% CI: 0.47-0.71) and slope 0.42 (95% CI: -0.20-1.17). For the AHEAD score the AUC was 0.68 (95% CI: 0.62-0.73) and slope 1.38 (95% CI: 0.62-0.73) when used the development cohort of PREDICE and the AUC was 0.58 (95% CI: 0.49-0.67), and slope 0.68 (95% CI: -0.06 to 1.47) when used its validation cohort. The present study shows that the two risk scores available for patients with primo-hospitalization for decompensated HF (PREDICE and AHEAD) are not currently valid for predicting mortality at one-year. In our setting the clinical spectrum of hospitalized patients with new-onset HF has been modified over time. The study underscores the need to validate the prognostic models before clinical implementation.
Description
MeSH Terms
Prognosis
Clinical Decision Rules
Prospective Studies
Area Under Curve
Calibration
Confidence Intervals
Risk Factors
Hospitalization
Clinical Decision Rules
Prospective Studies
Area Under Curve
Calibration
Confidence Intervals
Risk Factors
Hospitalization
DeCS Terms
Hospitalización
Mortalidad
Calibración
Enfermedad
Tiempo
Insuficiencia cardíaca
Reglas de decisión clínica
Mortalidad
Calibración
Enfermedad
Tiempo
Insuficiencia cardíaca
Reglas de decisión clínica
CIE Terms
Keywords
heart failure, inpatients, severity of illness index, validation studies as topics
Citation
Ruiz-Ruiz F, Menéndez-Orenga M, Medrano FJ, Calderón EJ, Lora-Pablos D, Navarro-Puerto MA, et al. The prognosis of patients hospitalized with a first episode of heart failure, validation of two scores: PREDICE and AHEAD. Clin Epidemiol. 2019 Jul 22;11:615-624.